Jyoti saini

Software Engineer breaking down system design 🧠
Real insights from building real systems
Frontend · Cloud · AI

[Jyoti saini @js__x__]

i went down an AI rabbit hole and i'm never coming back 🕳️

so i'm taking you with me

starting an AI series where i break down the most interesting things happening in AI — simple, short, no jargon.

first up — something @karpathy just dropped that will blow your mind 👀🔥

[Jyoti saini @js__x__]

What a day at the OpenAI Codex Meetup in Bengaluru! 🙌
Real insights on AI, productivity, text to audio, token usage and how to actually balance AI in daily life.
Great people. Great food. New friends. Codex stickers. 😄
This is what community feels like. ❤️
#Codex #OpenAI

[Jyoti saini @js__x__]

@claudeai 83.4% on agentic computer use and 69.2% on coding — at the same price. the value just went up 📈

[Jyoti saini @js__x__]

@Google @gmail inbox zero just became actually achievable 😭 AI managing priority + drafting replies + surfacing docs — this is the workflow upgrade

[Jyoti saini @js__x__]

@ClaudeDevs no more "we'll fix security later" 😭 this is the plugin that removes that excuse forever 🔥

[Jyoti saini @js__x__]

@elonmusk an AI that chooses truth even when inconvenient is more valuable than one that just tells you what you want to hear 👀

[Jyoti saini @js__x__]

@claudeai me at 2am with Claude: "why not build this" — proceeds to ship something nobody asked for but everyone needed 😭🚀

[Jyoti saini @js__x__]

@elonmusk @SpaceX history being written in real time 🚀

[Jyoti saini @js__x__]

most people burn tokens on the same context 👀
there's a fix — prompt caching
mark your stable content as cacheable
skills, CLAUDE.md, schemas — cache them
only your current task should change
don't switch models mid-session. breaks the cache 🔥

AI Series #15
#AI

[Jyoti saini @js__x__]

everyone says Claude Code forgets between sessions 👀
not true
it remembers what you write down
drop your rules in CLAUDE.md
Claude reads it every session automatically
the problem was never memory
most people just never write things down 🔥
#AI #ClaudeCode

[Jyoti saini @js__x__]

most people give Claude instructions 👀the real unlock is giving it executablesthat's Claude Skillsa folder with a SKILL.md and scripts — bash, Python, NodeClaude reads it and runs code when needednot just words. actual execution 🔥

AI Series #13
#AI #Claude

[Jyoti saini @js__x__]

Wrapped Day 1 of the @claude code community event in Bengaluru — what a room. 🔥

Founders, engineers, designers, product people — all different backgrounds, one shared obsession.

Every break turned into a new connection. That's the CCCL energy.

#ClaudeCode #Bengaluru #CCCL

[Jyoti saini @js__x__]

AI just got hands 👀

that's what MCP Protocol does

it connects AI to any tool — GitHub, Notion, Slack, your database

before MCP, AI could only talk

now it can search, create, update, delete — in real tools

one protocol. infinite integrations 🔥

AI Series #11

#AI #MCP

[Jyoti saini @js__x__]

claude.md already exists in your project 👀

drop your project context, rules, and architecture in it once

Claude reads it every time — no repeating yourself

fewer tokens. sharper responses. faster workflow.
one file. endless context 🔥

AI Series #12

#AI #Claude

[Jyoti saini @js__x__]

@Debbyopanuga1 @karpathy Hey hii,
will surely connect with you.

[Jyoti saini @js__x__]

i went down an AI rabbit hole and i'm never coming back 🕳️

so i'm taking you with me

starting an AI series where i break down the most interesting things happening in AI — simple, short, no jargon.

first up — something @karpathy just dropped that will blow your mind 👀🔥

[Jyoti saini @js__x__]

@Debbyopanuga1 @karpathy thank you! 🙏 honestly AI just kept pulling me in deeper every time I tried to understand it — at some point I thought, why not bring people along for the ride 😄🔥

[Jyoti saini @js__x__]

@Debbyopanuga1 honestly, the one I'm most excited about right now is automating repetitive dev tasks — code reviews, PR summaries, even test generation

that's where I see the biggest time save 🔥

[Jyoti saini @js__x__]

what if AI could just... do the work for you 👀
no chatting. no back and forth.
you give it a task — it plans, executes, and delivers on its own
that's a Workflow Agent
it searches, thinks, takes action, sends the result
zero human input needed 🔥
AI Series #10
#AI #AIAgents

[Jyoti saini @js__x__]

you've used ChatGPT, Claude, Gemini 👀
but do you know what type of AI they are?
they're Conversational Agents
AI that remembers what you said and builds on it
not just one answer — a full back and forth
that's what makes them feel human 🔥
AI Series #9
#AI #ConversationalAI

[Jyoti saini @js__x__]

@SumitM_X 201 is the right call — it's semantically correct per HTTP spec.

200 OK → request succeeded, resource already existed
201 Created → new resource was created + should return Location header pointing to it

[Jyoti saini @js__x__]

@YashHustle_22 Hey,
Still in the exploration phase — diving deep into Gen AI, figuring out where I can make the most impact. Something is brewing though 👀 Stay tuned!